Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt

Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt

24 November 2022

Papers citing "Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt"

14 / 14 papers shown

Title
CRTRE: Causal Rule Generation with Target Trial Emulation Framework Junda Wang Weijian Li Han Wang Hanjia Lyu Caroline P. Thirukumaran A. Mesfin Hong-ye Yu Jiebo Luo 38 0 0 10 Nov 2024
Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification Debjyoti Saharoy J. Aslam Virgil Pavlu VLM 39 0 0 30 Oct 2024
A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference Bin Zhang Junli Wang CML 21 0 0 18 Oct 2024
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records Angelo Ziletti Leonardo DÁmbrosi 23 6 0 14 Mar 2024
CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning Junyu Luo Xiaochen Wang Jiaqi Wang Aofei Chang Yaqing Wang Fenglong Ma 30 7 0 24 Feb 2024
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 32 5 0 22 Nov 2023
Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation V. Buchner Lele Cao Jan-Christoph Kalo Vilhelm von Ehrenheim VLM 35 1 0 21 Sep 2023
ODD: A Benchmark Dataset for the Natural Language Processing based Opioid Related Aberrant Behavior Detection Sunjae Kwon Xun Wang Weisong Liu Emily Druhl Minhee L. Sung J. Reisman Wenjun Li R. Kerns William Becker Hongfeng Yu 28 2 0 05 Jul 2023
UMASS_BioNLP at MEDIQA-Chat 2023: Can LLMs generate high-quality synthetic note-oriented doctor-patient conversations? Junda Wang Zonghai Yao Avijit Mitra Samuel Osebe Zhichao Yang Hongfeng Yu LM&MA MedIm 29 13 0 29 Jun 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 44 111 0 28 Apr 2023
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 121 49 0 07 Oct 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 26 27 0 08 Jan 2022
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 234 971 0 17 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,919 0 31 Dec 2020